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FLEX 人工知能 101 コンピュータ科学者による ChatGPT のような AI 16W1
Explosive Learning Jo Reynolds Life Skill Teachers
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平均評価:4.8レビュー数:(1,251)
この 16 週間のコースでは、実用的なアプリケーションに重点を置きながら、楽しく魅力的な方法で人工知能の基礎を学生に紹介します。
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このクラスで学べること
In this 16-week class, students will learn the basic concepts of Artificial Intelligence, including machine learning, natural language processing, and computer vision. They will also learn how to create their own AI programs using Python and other tools. The class will be divided into the following weeks and topics: Week 1: Introduction to AI This week, we will learn about the basics of AI and what it entails. We will discuss the definition, history, and current state of AI development, and...
16 lessons//16 Weeks
Week 1Lesson 1Class 1: Introduction to Artificial IntelligenceIntroduction to AIClass 1: Introduction to Artificial IntelligenceExplore AI basics, history, types of AI algorithms, and technologies.Week 2Lesson 2Class 2: Understanding ChatbotsAutomation with AIClass 2: Understanding ChatbotsLearn how AI automates tasks across industries.Week 3Lesson 3Class 3: How Chatbots LearnTime Management with AIClass 3: How Chatbots LearnDiscover AI tools for efficient task prioritization and scheduling.Week 4Lesson 4Class 4: Natural Language ProcessingBudgeting with AIClass 4: Natural Language ProcessingUse AI for financial management and investment decisions.Week 5Lesson 5Class 5: How Chatbots RespondImproving Habits with AIClass 5: How Chatbots RespondMonitor habits and maintain a healthy lifestyle with AI.Week 6Lesson 6Class 6: Interactive ChatbotsEnhancing Creativity with AIClass 6: Interactive ChatbotsGenerate new ideas and content through AI.Week 7Lesson 7Class 7: Advantages of Chatbots for LearningSetting Up AI for Various TasksClass 7: Advantages of Chatbots for LearningPractical setup advice for AI applications.Week 8Lesson 8Class 8: ChatGPT's Features and BenefitsNatural Language Processing (NLP) & ChatClass 8: ChatGPT's Features and BenefitsBasics of NLP and chatbot integration for customer service.Week 9Lesson 9Class 9: Setting Up ChatGPT Speech Recognition & Voice AssistantsClass 9: Setting Up ChatGPT Dive into speech recognition technology and its uses.Week 10Lesson 10Class 10: Starting a Chat with ChatGPTPredictive Analytics & Machine LearningClass 10: Starting a Chat with ChatGPTUnderstand machine learning for predictions and decision-making.Week 11Lesson 11Class 11: Advanced Features of ChatGPTPersonalizing User Experiences with AIClass 11: Advanced Features of ChatGPTImprove user experiences in various sectors using AI.Week 12Lesson 12Class 12: Using ChatGPT to Improve Reading SkillsAI in EducationClass 12: Using ChatGPT to Improve Reading SkillsExplore AI's impact on learning outcomes and educational tasks.Week 13Lesson 13Class 13: Using ChatGPT to Learn New VocabularyUsing ChatGPT for Task Setting SkClass 13: Using ChatGPT to Learn New VocabularyEnhance your task setting skills with ChatGPT.Week 14Lesson 14Class 14: Using ChatGPT to Practice Conversational SkillsChatGPT Life HacksClass 14: Using ChatGPT to Practice Conversational SkillsDiscover life hacks using ChatGPT.Week 15Lesson 15Class 15: Using ChatGPT for Homework HelpHomework Help with ChatGPTClass 15: Using ChatGPT for Homework HelpUse ChatGPT for efficient study habits.Week 16Lesson 16Class 16: Final Project and RecapDaily Life Improvements with ChatGPTClass 16: Final Project and RecapIntegrate ChatGPT into your daily routines for better productivity.
Students will learn the basic concepts of Artificial Intelligence, including machine learning, natural language processing, and computer vision. Define artificial intelligence and explain its various applications. Understand how machine learning algorithms work and be able to write simple code to implement them Apply the basic concepts of AI to solve problems in various domains Understand the issues and concerns related to the development and use of AI
The course will be taught by a seasoned computer scientist who holds a Bachelor's degree in Computer Science with Honours and has over 20 years of teaching experience in a variety of topics for learners aged 8-80. The teacher also has expertise in teaching conversational English to both children and adults worldwide. Notably, the teacher is an entrepreneur who has founded three successful companies before the age of 30, one of which specializes in AI for business efficiency and optimization. With a deep understanding of financial management and the practical application of AI in business, the teacher is an ideal guide for learners seeking to identify and seize opportunities to make money, manage their finances, and understand the transformative power of AI.
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Homework assignments will vary each week and may include individual or group projects, reading, or online research. Students should expect to spend approximately 30 mins per week on homework assignments.評価が提供されます
Learner progress will be assessed through regular feedback on homework assignments and a final project, which will be evaluated based on its functionality and creativity.成績が提供されます
This course is designed to be safe and accessible for all learners. There is no content that should be upsetting or scary. However, students will be encouraged to think critically and solve problems, which can sometimes be challenging. Parental support in encouraging persistence and resilience would be beneficial. Please note that we will not be using third-party tools. We will be are only using resources in a screen-share by the teacher in the class.
"Artificial Intelligence: A Modern Approach" by Stuart Russell and Peter Norvig - This is a classic textbook on AI that provides a comprehensive introduction to the field. "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville - This is a popular textbook on deep learning, which is a subset of AI that involves using neural networks to learn from data. "Machine Learning Yearning" by Andrew Ng - This is a practical guide to machine learning that is designed for beginners who want to learn how to build and deploy machine learning systems.
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平均評価:4.8レビュー数:(1,251)
Explosive Learning specialises in Life Skills classes that: * Develop essential life skills rarely taught in schools * Improve wellbeing by helping make kids happy and active * Increase confidence through performance skills * Are great fun to...
自分のペースで進められるクラス
￥100
weekly or ￥399 for all content16 録画済みレッスン
16 教師からのフィードバック週間
開始日を選択してください
コンテンツへの 1 年間のアクセス
Ages: 7-10
